Protect AI. Automatically.
White Circle blocks risky outputs, hallucinations, and automatically improves protection as your model evolves.
chats with violation
chats with hallucination
Violations
Hallucination
Unauthorized Advice
Overconfident Output
Meaning Distortion
Faulty Reasoning
Inconsistent Output
Multi-step Drift
False Refusal
Temporal Inaccuracy
Toxicity
Sexual Content
Prompt Reflection
Confidential Data Leak
Misinformation
Implicit Harm
Moral Ambiguity
Jailbreaking
Emotional Manipulation
Cross-Session Leak
Sensitive Data Leak
Re-identification
Training Data Leak
Instruction Override
Data Poisoning
Invalid Tool Use
PII Leak
Structured Output Handling
Privacy Regulation Violation
Contractual Risk
Illegal Instructions
Mislabeled Output
Copyright Washing
Escaped Meta Instructions
Deepfakes
Output Injection
Tool Exposure
System Prompt Leak
Argument Injection
Dangerous Tool Use
Violence & Self-Harm
Jurisdictional Mismatch
Localization Mismatch
Inappropriate Humour
Bias
Brand Hijack
Style Inconsistency
Brand Policy Violation
Copyright Violation
Internal Contradiction
Prompt Injection
Identity Drift
Model Extraction
Looping Behavior
Tone Mismatch
Imagined Capabilities
Defamation
Token Flooding
Hallucination
Unauthorized Advice
Overconfident Output
Meaning Distortion
Faulty Reasoning
Inconsistent Output
Multi-step Drift
False Refusal
Temporal Inaccuracy
Toxicity
Sexual Content
Prompt Reflection
Confidential Data Leak
Misinformation
Implicit Harm
Moral Ambiguity
Jailbreaking
Emotional Manipulation
Cross-Session Leak
Sensitive Data Leak
Re-identification
Training Data Leak
Instruction Override
Data Poisoning
Invalid Tool Use
PII Leak
Structured Output Handling
Privacy Regulation Violation
Contractual Risk
Illegal Instructions
Mislabeled Output
Copyright Washing
Escaped Meta Instructions
Deepfakes
Output Injection
Tool Exposure
System Prompt Leak
Argument Injection
Dangerous Tool Use
Violence & Self-Harm
Jurisdictional Mismatch
Localization Mismatch
Inappropriate Humour
Bias
Brand Hijack
Style Inconsistency
Brand Policy Violation
Copyright Violation
Internal Contradiction
Prompt Injection
Identity Drift
Model Extraction
Looping Behavior
Tone Mismatch
Imagined Capabilities
Defamation
Token Flooding
All protections, in one place
White Circle blocks every major risk — automatically, in real time.
Content Reliability
Check if your model gives incorrect answers — even when the prompt looks fine.
Tool Use
Stop AI from misusing tools — like bad inputs, unsafe actions, or made-up features.
Brand Identity
Test how your model speaks in your voice, respects tone, and avoids brand damage.
Confidentiality
Catch cases where your model reveals private data or leaks things it shouldn't disclose.
Unsafe Content
Block responses that are violent, offensive,
or inappropriate — even when phrased politely.
Resource Abuse
Check if users can trick your model into using up tokens, compute, or other limited resources.
Prompt Attacks
Detect jailbreaks, prompt injections, and clever rewrites that bypass your policies.
Legal & Compliance
Test how your model responds to risky questions around law, rights, or regulated domains.
Get started quickly.
Start protecting your AI automatically in just a few steps.
AI Firewall
Block, rewrite, or guide inputs and outputs with built-in or custom policies.
Works Everywhere
Connect to any model or setup via API, SDK, or middleware.
Real-time Visibility
Track blocked and flagged interactions with full logs, metrics, and policy analytics.
Safety for Everyone
We keep your AI safe in all industries.
Finance
Healthcare
Education
E-com
Travel
Insurance
Creative AI
Legal
Gaming
HR
Government
Real Estate
Hallucination
Unauthorized Advice
Overconfident Output
Meaning Distortion
Faulty Reasoning
Inconsistent Output
Multi-step Drift
False Refusal
Temporal Inaccuracy
Toxicity
Sexual Content
Prompt Reflection
Confidential Data Leak
Misinformation
Implicit Harm
Moral Ambiguity
Jailbreaking
Emotional Manipulation
Cross-Session Leak
Sensitive Data Leak
Re-identification
Training Data Leak
Instruction Override
Data Poisoning
Invalid Tool Use
PII Leak
Structured Output Handling
Privacy Regulation Violation
Contractual Risk
Illegal Instructions
Mislabeled Output
Copyright Washing
Escaped Meta Instructions
Deepfakes
Output Injection
Tool Exposure
System Prompt Leak
Argument Injection
Dangerous Tool Use
Violence & Self-Harm
Jurisdictional Mismatch
Localization Mismatch
Inappropriate Humour
Bias
Brand Hijack
Style Inconsistency
Brand Policy Violation
Copyright Violation
Internal Contradiction
Prompt Injection
Identity Drift
Model Extraction
Looping Behavior
Tone Mismatch
Imagined Capabilities
Defamation
Token Flooding
Test, then Protect
White Circle automatically upgrades your protection so you can deploy it with confidence.
1
Choose policies
Pick the rules you want to test against — and enforce in production.
2
Test
Run stress-tests to reveal weak spots and edge case failures of your AI.
3
Protect
Turn your test results into real-time filters that guard production.
Why does my company need protection?
How does protection actually work?
Can I create and manage my own policies?
How can I integrate protection into my current stack?
Does protection affect latency or performance?
Do you store model outputs or user inputs?
Can protection run on-premises or in a private cloud?
Can protection handle multilingual and multimodal content?